File size: 3,629 Bytes
89a1dd5 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 |
{
"best_metric": 0.9301333333333334,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0899/checkpoints/checkpoint-2331",
"epoch": 7.0,
"eval_steps": 500,
"global_step": 2331,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.4434361755847931,
"learning_rate": 0.0002571428571428571,
"loss": 0.6598,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.872,
"eval_loss": 0.41814151406288147,
"eval_runtime": 6.3264,
"eval_samples_per_second": 592.756,
"eval_steps_per_second": 9.326,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 0.7524564266204834,
"learning_rate": 0.00021428571428571427,
"loss": 0.2831,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8824,
"eval_loss": 0.4097920060157776,
"eval_runtime": 6.4382,
"eval_samples_per_second": 582.463,
"eval_steps_per_second": 9.164,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 0.035201478749513626,
"learning_rate": 0.0001714285714285714,
"loss": 0.1566,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8944,
"eval_loss": 0.3915570378303528,
"eval_runtime": 6.3367,
"eval_samples_per_second": 591.791,
"eval_steps_per_second": 9.311,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.10698332637548447,
"learning_rate": 0.00012857142857142855,
"loss": 0.0805,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9048,
"eval_loss": 0.37031450867652893,
"eval_runtime": 6.042,
"eval_samples_per_second": 620.658,
"eval_steps_per_second": 9.765,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.6519839763641357,
"learning_rate": 8.57142857142857e-05,
"loss": 0.0366,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9165333333333333,
"eval_loss": 0.3408195674419403,
"eval_runtime": 6.3523,
"eval_samples_per_second": 590.338,
"eval_steps_per_second": 9.288,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.005406931508332491,
"learning_rate": 4.285714285714285e-05,
"loss": 0.014,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9272,
"eval_loss": 0.31809237599372864,
"eval_runtime": 6.0469,
"eval_samples_per_second": 620.152,
"eval_steps_per_second": 9.757,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": NaN,
"learning_rate": 1.2870012870012868e-07,
"loss": 0.005,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.9301333333333334,
"eval_loss": 0.30823466181755066,
"eval_runtime": 6.9304,
"eval_samples_per_second": 541.094,
"eval_steps_per_second": 8.513,
"step": 2331
}
],
"logging_steps": 500,
"max_steps": 2331,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.153189244358144e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|